Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
according to recommendation
Grammar usage guide and real-world examplesUSAGE SUMMARY
"according to recommendation" is correct and can be used in written English.
For example, "The team's plan is to expand the office, according to recommendation from the board."
✓ Grammatically correct
Science
Formal & Business
News & Media
Alternative expressions(20)
as recommended
in line with the recommendation
based on the recommendation
following the recommendation
as per the recommendation
pursuant to the recommendation
in compliance with the recommendation
on the advice of
according to guidance
according to order
according to committee
according to report
according to agreed
according to recommendations
according to practice
according to call
according to guidelines
in accordance with recommendation
according to suggestions
according to suggestion
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
10 human-written examples
According to recommendation of anonymous reviewer, we also plan to consider images that contain text and radiological images.
According to recommendation of FLAC3D software manual, a zone apparent stiffness in vertical direction can be calculated by Eq. (22).
For our study, we selected the variables related to FPA functional size components (BFC), effort of software development, and context attributes according to recommendation in (González-Ladrón-de-Guevara and Fernández-Diego 2014).
According to Recommendation ITU-R BT.500 11 [18], the experimental environment was conducted in a visual lab with ambient illumination, such that the color temperature and ambient sound could be strictly controlled.
According to Recommendation ITU-R P.530-14 [6], the rain attenuation A0.01 (in dB) at 0.01% of the time on any terrestrial link is obtained by simply substituting %p = 0.01 in Equation (1).
Quantitative assessment of stenosis severity was performed according to recommendation of Society of Cardiac Computed Tomography.
Human-verified similar examples from authoritative sources
Similar Expressions
50 human-written examples
The course is also constructed according to recommendations of International Ergonomics Association and Federation of European Ergonomics Societies.
Checking these assumptions requires, according to recommendations, coring and mechanical testing of samples.
Science
According to recommendations by Wicker et al.71, sequences less than 80 bp in length were excluded to avoid misclassification.
Science & Research
According to recommendations, basic immunization consists of vaccinations on day 0, day 28, and a booster dose 12 24 months later.
Science
These values can be modified according to recommendations which are applicable to the specified procedure [17].
Science
Expert writing Tips
Best practice
When using "according to recommendation", ensure the source of the recommendation is clearly identified for transparency and credibility.
Common error
Avoid using "according to recommendation" without specifying whose recommendation it is. For example, instead of saying "The procedure was performed according to recommendation", specify "The procedure was performed according to the manufacturer's recommendation."
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to recommendation" functions as a prepositional phrase that modifies a verb or noun. It indicates that an action, statement, or decision is based on the advice or guidance of a specific entity. As seen in the Ludwig examples, it often precedes a description of the action taken.
Frequent in
Science
60%
Formal & Business
20%
News & Media
20%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "according to recommendation" serves as a versatile tool for justifying actions or decisions based on external advice. Ludwig AI confirms its grammatical correctness, though it appears with 'Uncommon' frequency. Its usage spans scientific, formal/business, and news domains, emphasizing the importance of source attribution. For optimal communication, always specify the source of the recommendation. While alternatives such as "as recommended" or "following the recommendation" exist, the core purpose remains: providing a clear rationale rooted in informed guidance. This ensures transparency and bolsters credibility in any context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
as recommended
Omits "according to" for a more concise phrasing. It emphasizes the action being done aligns with a recommendation without specifying its origin.
based on the recommendation
Indicates that the action or decision is grounded in the recommendation.
following the recommendation
Replaces "according to" with "following", highlighting adherence to the recommendation.
in line with the recommendation
Uses "in line with" to indicate agreement or conformity with the recommendation.
as per the recommendation
Uses "as per" for a slightly more formal tone, indicating that something is done according to the specifications of the recommendation.
pursuant to the recommendation
Employs "pursuant to" to suggest an action is carried out because of the recommendation, indicating a formal or legal context.
consistent with the recommendation
Highlights that something aligns and doesn't contradict the recommendation.
in compliance with the recommendation
Highlights adherence to the recommendation, focusing on regulatory or mandatory aspect.
guided by the recommendation
Suggests the recommendation serves as a guiding principle for action or decision-making.
on the advice of
Shifts the focus to the advisor or advising body rather than the recommendation itself.
FAQs
How can I use "according to recommendation" in a sentence?
You can use "according to recommendation" to indicate that an action or decision is based on someone's advice or guidance. For example, "The dosage was adjusted according to recommendation from the doctor."
What are some alternatives to saying "according to recommendation"?
Alternatives include "as recommended", "following the recommendation", or "based on the recommendation". Consider which best fits the context. For example, you can use "as recommended" when brevity is preferred.
Is it always necessary to specify the source when using "according to recommendation"?
While not always grammatically required, specifying the source adds credibility and clarity. It's best practice to identify the source unless it's already clear from the context.
What's the difference between "according to recommendation" and "in accordance with recommendation"?
"According to recommendation" simply means following advice or guidance. "In accordance with recommendation" is more formal and implies compliance with a standard or requirement. It's similar to "in line with the recommendation", suggesting agreement or conformity.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested